{"id":"W6995525747","doi":"","title":"Oct 16: Dr. Neil Rau, How Severe Will Fall Flu and Covid Season be?","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flu season; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Officer; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005023503,0.0009339507,0.0006031391,0.0005381648,0.002263004,0.002337998,0.0009535917,0.003074743,0.7037854],"category_scores_gemma":[0.002998681,0.000516593,0.0004178882,0.0003925652,0.0005002264,0.001948006,0.001775094,0.004011449,0.5540269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478712,"about_ca_system_score_gemma":0.001397909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04050152,"about_ca_topic_score_gemma":0.1127337,"domain_scores_codex":[0.9996576,0.00004983007,0.00001473487,0.00004293257,0.000112394,0.000122468],"domain_scores_gemma":[0.9984114,0.0001656066,0.0000677192,0.00003675326,0.0004473237,0.0008712505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001189481,0.00000487949,0.00006834223,0.00001213653,2.662177e-7,0.00003101966,0.00001419084,0.00000301225,0.00002001174,0.00004398335,0.9960128,0.003777327],"study_design_scores_gemma":[0.00001244223,0.00001762806,0.0009375482,0.00009920366,0.000002123303,0.0001063672,0.0002369525,0.00002913144,0.00006020553,0.00009680216,0.9983949,0.000006769623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001316122,0.006617284,0.0004403727,0.1161356,0.02059535,0.0002449726,0.003661498,0.002391194,0.8485976],"genre_scores_gemma":[0.001470422,0.001425228,0.00009144028,0.01222816,0.001062557,0.00002977049,0.000401271,0.0002073675,0.9830838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2962146,"threshold_uncertainty_score":0.4225142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00775230198497605,"score_gpt":0.1913403906533767,"score_spread":0.1835880886684006,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}